Hey Scott,
If you're using Workbench 3.1.1, the app has to have the AppConfig definition that works with 3.1.1 Tools and Frameworks. Use the Deployment Template bundled with 3.1.1 to create an app and copy the Discover-PCI pipeline into that app (and any other assets needed).